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Message: <blockquote data-quote="ranjan_ayya" data-source="post: 27139815" data-attributes="member: 573700">PhD position in basic machine learning at the Center for Basic Machine Learning Research in Life ScienceWe have an open PhD position in basic machine learning at the Center for Basic Machine Learning Research in Life Science (<a href="http://mlls.dk/" target="_blank">mlls.dk</a>) in Copenhagen. Emphasis is on representation learning for protein sequences.<a href="https://candidate.hr-manager.net/ApplicationInit.aspx/?cid=1307&departmentId=18965&ProjectId=154385&MediaId=5&SkipAdvertisement=false" target="_blank">https://www.compute.dtu.dk/om_os/ledige_stillinger/job?id=35b0a858-1b8d-4bac-9799-5018eec1546f</a>== Who are you? ==Curiosity, motivation, and an easy going personality. Those are key characteristics that we look for in a candidate. The projects we work on take inspiration from many diverse communities, so you will most likely only be familiar with some aspects of the projects before you start. Consequently, there is no "right" educational background, though we expect experience in a machine learning related field. Remember, if you're a great candidate, then we will adapt the project to fit you.== Who are we? ==The Center for Basic Machine Learning Research in Life Science (<a href="http://mlls.dk/" target="_blank">mlls.dk</a>) is headed by Ole Winter, Anders Krogh, Aasa Feragen, Wouter Boomsma, Jes Frellsen and Søren Hauberg. We conduct the basic machine learning research needed to estimate representations of biomedical data that are robust, interpretable, data efficient, reflective of inherent data uncertainty, and able to leverage existing knowledge.== Where? ==You'll be working in the intersection of the University of Copenhagen and the Technical University of Denmark. Both salary and working conditions are excellent. The center is a down-to-earth and fun place to be. Most group members live in Copenhagen which is often named as the best city in the world to live, and for good reasons. Copenhagen is really nice! It's world renowned for food, beer, art, music, architecture, the Scandinavian "hygge", and much more. Parental leave is generous and child-care is excellent and cheap.===========================================================================PhD/Postdoc position in Social Media Analytics, using AI at the University of Tartu, EstoniaComputational social science group  (<a href="https://url6.mailanyone.net/v1/?m=1ms22G-0002JC-5h&i=57e1b682&c=Qz-b0Oyo2GYyulEO3f1mig4Tk1FaxfgWJc-aOxpacmF7Cq9ESi6hvVmVhRAt62GdonHzr3RaJC7zw4n6BW7YyHvvl-NB3siCTI2j0bOiB8Y_pzkwN6XyoHIqIMSGnAuMPtCU8GlrdJulwL3wdXipb8m6badn4wesfbGvMgVkCuzyIVoSAF0XsibgcaI6OqfmLYlIw2r5bWmFB66OPw43JA" target="_blank">https://css.cs.ut.ee/</a>)  at the University of Tartu, Estonia has a PhD/Postdoc position on the topics of hate speech, echo chambers, and polarization. Specifically, the research will be done using AI, Natural Language Processing, and Social Network Analysis techniques.We expect the candidate to know one or more aspects of the following techniques and programming languages (if not all):(i) Preferred programming languages: Python or R.(ii) Exploratory data analysis: feature extraction, visualization, etc.(ii) Machine learning and deep learning with some hands-on experience.(iv) Social media analysis: This includes collecting data from Twitter/Reddit and analyzing it for insights. An ideal candidate should be mindful of what's going on social media as well.(v) Social network analysis and Natural Language ProcessingProgram Benefits================The funding is for 4 years for PhD, and 2 years for Postdoc.Health insurance is providedAcademic and industrial professional development including travel support.Interaction with world-renowned external board members and speakers.Travel grant for attending conferences and workshops.Location: Institute of Computer Science, University of Tartu, Estonia.Institute of Computer Science is located in the University of Tartu Delta Centre (<a href="https://url6.mailanyone.net/v1/?m=1ms22G-0002JC-5h&i=57e1b682&c=UhpeZh14oNOhHrIJjV-mep72DLvI69RcLKTLiuEU2UCl_ABGXl5FwVZR6JJkfYysdcX24HFTKYX4zByJFrlngIROKkSI_sBR3kwgrNF-dRnqd-DXhOGwmZcU_iKIgi6vcRzcwpumI7JnYecs_eH9wxffl3AWHh64EDUdkBPVquF7Gtdwkzhf1q-t2ddKJNvcxXsXa83umngzsZirYW3TYv_qV8GMbFdu7tIGEFKA0i8" target="_blank">https://delta.ut.ee/en/</a>) and it is a unique multidisciplinary centre for digital technology, analytics and economic thought, bringing together more than 2500 students, university teachers, scientists and R&D staff from companies. In short you will get an opportunity to work with diverse and collaborative colleagues. Delta Centre opened in January 2020 and is one of the most modern centres of digital technology, analytical and economic thought in the Nordic region.University of Tartu is the leading higher education and research center in Estonia, with more than 16000 students and 1800 academic staff. It is also the highest ranked university in the Baltic States according to both the Times Higher Education and the QS World University rankings. University of Tartu's Institute of Computer Science, ranks 176-200 (according to Times Higher Education), and  hosts 750 Bachelors and Masters students and 60 doctoral students. The institute has a strong international orientation: over 40% of graduate students and a quarter of academic and research staff members are international. Graduate teaching in the institute is in English.Estonia is famous for its e-approach and home to many startups like Skype, Transferwise and Bolt to name a few. Tartu, university town, is the second largest city of Estonia and is relatively less expensive and is surrounded by nature within the walkable distance from the city.The successful candidate will work on an European research project within the "computational social science lab" (<a href="https://url6.mailanyone.net/v1/?m=1ms22G-0002JC-5h&i=57e1b682&c=Qz-b0Oyo2GYyulEO3f1mig4Tk1FaxfgWJc-aOxpacmF7Cq9ESi6hvVmVhRAt62GdonHzr3RaJC7zw4n6BW7YyHvvl-NB3siCTI2j0bOiB8Y_pzkwN6XyoHIqIMSGnAuMPtCU8GlrdJulwL3wdXipb8m6badn4wesfbGvMgVkCuzyIVoSAF0XsibgcaI6OqfmLYlIw2r5bWmFB66OPw43JA" target="_blank">https://css.cs.ut.ee/</a>) at the Institute of Computer Science. The group conducts leading-edge research in the fields of social media analytics and social network analysis.The applicant should have:- Should have a master's/PhD degree in computer science, IT, mathematics or other relevant discipline for PhD/Postdoc- Excellent programming skills.- A good command of spoken and written English,- Background in statistics/Data Mining/Machine Learning, social media analysis would be ideal. Knowledge of social network analysis would be an additional advantage.All applications should include a CV (PDF format, at the most 2 pages), research statement of suitability (PDF format, at the most 2 pages), Transcripts (master and bachelor), master thesis (or paper writing experience evidence). Applications can be sent to <a href="mailto:rajesh.sharma@ut.ee">rajesh.sharma@ut.ee</a> with the subject "(PhD or Postdoc - whatever applies) application in OSM Platforms".</blockquote>

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